Officers responded to the 1500 block of East Olive Way around 12:05 a.m. on Sunday.
Preliminary information indicates that an unknown suspect shot at the front window of the restaurant and then took off, said Kappel.
No one was injured during the shooting.
Police have no suspect description.
Anyone with information about this shooting or who may know the identity or whereabouts of the suspect is asked to call 911 or Seattle Police.